spinyReg: Sparse Generative Model and Its EM Algorithm

Implements a generative model that uses a spike-and-slab like prior distribution obtained by multiplying a deterministic binary vector. Such a model allows an EM algorithm, optimizing a type-II log-likelihood.

AuthorCharles Bouveyron, Julien Chiquet, Pierre Latouche, Pierre-Alexandre Mattei
Date of publication2015-09-07 10:50:53
MaintainerJulien Chiquet <julien.chiquet@gmail.com>
LicenseGPL (>= 2)
Version0.1-0

View on R-Forge

Functions

coefficients,spinyreg-method Man page
fitted,spinyreg-method Man page
predict,spinyreg-method Man page
print,spinyreg-method Man page
residuals,spinyreg-method Man page
show,spinyreg-method Man page
spinyreg Man page
spinyReg Man page
spinyreg-class Man page

Files

spinyReg/DESCRIPTION
spinyReg/NAMESPACE
spinyReg/R
spinyReg/R/spinyReg-class.R spinyReg/R/spinyReg.R
spinyReg/inst
spinyReg/inst/tests
spinyReg/inst/tests/prostate.rda
spinyReg/inst/tests/test_simple_run.R
spinyReg/man
spinyReg/man/spinyReg.Rd spinyReg/man/spinyreg-class.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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